Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 0.130740 0.142555 0.155313 0.170176 0.187091 0.205834 0.228300
2025-04-13 0.107658 0.123386 0.141615 0.164552 0.192996 0.227594 0.273631
2025-04-20 0.096949 0.115321 0.137793 0.167843 0.207833 0.260542 0.337666
2025-04-27 0.090451 0.110867 0.136965 0.173701 0.225701 0.299434 0.417571
2025-05-04 0.085253 0.107118 0.136120 0.178787 0.242570 0.339281 0.508379
2025-05-11 0.080653 0.103481 0.134728 0.182500 0.257496 0.378489 0.608717
2025-05-18 0.075457 0.098427 0.130666 0.181519 0.264659 0.406104 0.696329
2025-05-25 0.069323 0.091494 0.123177 0.174299 0.260429 0.412972 0.745048
2025-06-01 0.065034 0.086858 0.118619 0.171078 0.262277 0.430876 0.822621
2025-06-08 0.061904 0.083664 0.115917 0.170471 0.268440 0.457958 0.930894
2025-06-15 0.059550 0.081436 0.114477 0.171720 0.278012 0.493692 1.075646
2025-06-22 0.055598 0.076537 0.108477 0.164580 0.270785 0.492451 1.119714
2025-06-29 0.052208 0.072388 0.103518 0.159024 0.266369 0.497610 1.188833
2025-07-06 0.049330 0.068890 0.099409 0.154661 0.263881 0.507046 1.277956
2025-07-13 0.048169 0.068007 0.099499 0.157869 0.277274 0.557486 1.537104
2025-07-20 0.047490 0.067835 0.100736 0.163295 0.296219 0.627441 1.929973
2025-07-27 0.046710 0.067441 0.101547 0.167973 0.314325 0.701202 2.422082
2025-08-03 0.045765 0.066713 0.101713 0.171380 0.330111 0.773979 3.010938
2025-08-10 0.044221 0.064902 0.099839 0.170481 0.335430 0.816534 3.493474
2025-08-17 0.041931 0.061736 0.095364 0.163860 0.325654 0.807164 3.621402
2025-08-24 0.040322 0.059655 0.092741 0.160902 0.324834 0.828492 4.018212
2025-08-31 0.039155 0.058274 0.091314 0.160345 0.330162 0.873545 4.705121
2025-09-07 0.038293 0.057374 0.090713 0.161493 0.340206 0.940114 5.779223